Posts tagged ‘AI Security’
The Trust Layer: How Versa Delivers AI-Driven NetOps with Explainability and Zero Trust Guardrails
AI in NetOps is transitioning from passive alerting to active decision support and execution, but adoption depends on whether engineers can trust it. Learn how Versa’s single-OS platform, unified data lake, Versa Verbo Copilot, and patent-pending Zero Trust MCP Server deliver AI-driven NetOps with explainability and governance built in.
The New OWASP GenAI Top 10 and Why Network Security Matters
Almost every risk in the 2026 OWASP GenAI Top 10 leaves observable artifacts at the network layer. This post walks through all ten categories, real-world incidents behind each one, and the specific SASE controls (SWG, CASB, DLP, ZTNA, RBI) that catch what app-layer guardrails miss.
Pervasive Security and Why the AI Era Needs a New Security Model
Attackers now exploit in hours while breaches take months to contain. Fragmented tools can’t close that gap. Here’s the case for Pervasive Security.
Beyond the Console: MCP and the New Operating Model for Enterprise Infrastructure
Enterprises are converging on the Model Context Protocol (MCP) to connect AI agents to networking and security infrastructure. This piece looks at why an enterprise routing and governance layer, not just vendor-specific MCP servers, is becoming essential for provisioning, troubleshooting, and threat hunting across a multi-vendor stack.
Beyond Integration: Why a Truly Unified Branch Needs Intelligent Edge, Pervasive Security, and AI-Native Operations
Piecemeal SASE creates security debt. See how Versa unifies pervasive security, intelligent edge, and AI-native operations on one platform.
MITRE ATT&CK vs. MITRE ATLAS: Two Frameworks, One Expanding Threat Landscape
I have been in cyber security for over 25 years. And I have done my fair share of penetration testing/offensive security and I am quite familiar with the MITRE ATT&CK framework. Not long ago, I had the chance to dig into AI offensive security techniques hands-on. I assumed we would use the standard Kali-style hacking tools and follow the usual TTPs. I was wrong. We never fired up a Kali Linux instance or used a single tool from the past 30+ years. Instead, we learned how to trick the LLM into giving us information it was not supposed to. For…
The Network Is The First Line Of Defense – It’s Time To Treat It That Way
Artificial Intelligence (AI) Requires a New Approach to Network Security
The Complexity Tax: What Enterprise Fragmentation Is Actually Costing You
Thirty-five percent of organizations surveyed for Versa’s inaugural Annual State of SASE + AI Report, “The Cost of Complexity suffered a security breach in the past year that was directly caused or worsened by poor coordination between networking and security teams. Not by a sophisticated nation-state actor. Not by a zero-day exploit. By the seam between two teams that report to different people, fund different tools, and measure success differently.
Beyond Security: How Agentic AI is Redefining Infrastructure Operations
Artificial Intelligence is rapidly reshaping infrastructure operations. Much of the early focus has been on transforming security operations including automating threat detection, accelerating response times, and reducing security analyst fatigue. While these advancements are essential, they address only part of the problem. Modern enterprises operate highly distributed environments where network performance, application delivery, and user experience are just as critical as security. Limiting AI transformation to security operations alone is no longer sufficient. Enterprises today require a unified operational model that spans network operations, security enforcement, user experience, and infrastructure management. The real opportunity is not just to make security…
Industry Insights
Three predictions that will reshape enterprise security and operations in 2026
By Kelly Ahuja
CEO, Versa Networks
March 6, 2026
As we head into 2026, innovation will be shaped by three shifts: the reshaping of traffic flows through AI-driven edge computing, the decoupling of users from devices through enterprise browsers, and the emergence of real governance boundaries for autonomous AI inside the enterprise. The organizations that win won’t just adopt new tools, they’ll embrace them by modernizing architectures, strengthening security foundations, and defining clear guardrails for AI.
AI Thought Leadership
Part 3. Prompt Inspection: How You Stop Data Leaks and Prompt Injection
By Kumar Mehta
Founder and CDO, Versa Networks
March 4, 2026
Prompt inspection is not just “keyword filtering.” It is security inspection for AI interactions. The goal is to stop AI from becoming a silent data leak path or a pathway to unsafe actions.
AI Thought Leadership
Intelligent Edge: The Future of Branch and Campus in the AI Era
By Rajesh Kari
Director, Product Marketing
March 3, 2026
Distributed intelligent computing has arrived. Processing power, data, and intelligence are no longer confined to centralized cloud or data centers. Instead, they are distributed across data centers, cloud, edge locations, campuses, branches, and even devices. While prior phases of computing, internet, mobility, and cloud fundamentally reshaped how we live and work, this next phase is poised to have an even more profound impact.
AI Thought Leadership
AI-Generated Malware Like VoidLink: Why Architecture, Not Hype, Is the Real Defense — and How Versa SASE Delivers It
By Dhiraj Sehgal
Senior Director, Product Marketing
February 27, 2026
Recent reporting on VoidLink, a Linux malware framework reportedly developed almost entirely with the assistance of generative AI, marks a structural shift in the threat landscape. According to coverage in CSO Online, VoidLink’s development cycle, code organization, and modular design strongly suggest AI-assisted creation — compressing what historically required months of coordinated engineering into days of automated iteration. This is where Versa SASE, combined with GenAI usage controls, provides a grounded and enforceable defensive posture.
AI Thought Leadership
Part 2. GenAI Control: Who Can Use What, With What Data, and Under What Rules
By Kumar Mehta
Founder and CDO, Versa Networks
February 25, 2026
Control means setting clear rules for AI usage and enforcing them in a way that does not break the business. This is the point where many companies get stuck. Some teams over-block and kill adoption. Other teams do nothing and accept silent risk. The goal is neither. The goal is safe adoption by default.
AI Thought Leadership
Part 1. The New AI Perimeter: Discovery and Inventory for GenAI
By Kumar Mehta
Founder and CDO, Versa Networks
February 18, 2026
AI is showing up everywhere in the enterprise sometimes through approved tools and sometimes through “shadow AI.” The first step to securing it is simple: if you cannot see AI usage, you cannot secure it. This post explains what to discover, why it is hard, and what to do in the first 30 days.
AI Thought Leadership
Why SD-WAN Is Becoming Essential for AI Access in the Enterprise
By Rajesh Kari
Director, Product Marketing
February 13, 2026
AI applications are no longer tools used by a few teams for productivity or collaboration. They are rapidly becoming tools that help build core IT systems across every industry. From generative AI to NLP powered copilots to predictive analytics, enterprises are embedding AI into everyday operations, customer engagement and decision-making.
Company Updates
Introducing AI-Enhanced DLP capabilities in Versa Universal SASE Platform
Summary Versa has enhanced its AI DLP capabilities, comprehensive multi-format file inspection with granular metadata analysis, and intelligent redaction/tokenization features. These enhancements enable organizations to detect and prevent sensitive data leakage with unprecedented accuracy while minimizing false positives through contextual understanding. In this surgical walkthrough, we’ll dissect each of these enhancements to show exactly how Versa’s AI DLP elevates data protection from detection to intelligent prevention. AI DLP – Enhancements to Data Discovery based on ‘ML Analysis’ Versa’s new capabilities in AI-powered DLP takes data protection beyond contextual DLP by embedding advanced machine learning directly into the SASE fabric. Deployed…
AI Thought Leadership
AI-Optimized Data Centers: The Non-Negotiable Blueprint for What’s Next
By Dogu Narin
VP of Product Management, Versa Networks
November 13, 2025
AI is everywhere—here’s the blueprint to outgrow legacy data centers: GPU-dense compute, ultra-low-latency fabrics, NVMe/parallel storage, direct cloud interconnects—knit together by Versa for true edge-to-cloud assurance.
Industry Insights
When Words Become Weapons: How Versa SASE Helps Mitigate Prompt Injection
By Dhiraj Sehgal
Senior Director, Product Marketing
October 28, 2025
Introduction Prompt injection is increasingly recognized as a rising class of risk in AI systems. This is a critical threat vector in which attackers craft natural language inputs to subvert model instructions, bypass guardrails, or leak sensitive data. But before focusing on prompt injection threats let’s quickly review how AI tools present risks for a company’s unstructured data. In our blog discussing how Versa secures unstructured data against AI driven risk, we explain how unstructured data—spanning emails, documents, collaboration tools, and code repositories—creates surface area of risk with generative AI platforms and solutions. We also examine how Versa’s Unified SASE…
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Recent Posts
The Essential Planes Every Sovereign SASE Vendor Must Support
By Anuj DutiaSeptember 17, 2026
Pervasive Security and Why the AI Era Needs a New Security Model
By Dhiraj SehgalSeptember 1, 2026
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Gartner Research Report
2026 Gartner® Magic Quadrant™ for SASE Platforms
Versa has for the fourth consecutive year been recognized in the 2026 Gartner Magic Quadrant for SASE Platforms1 and is one of only 12 vendors that met the criteria for inclusion based on the analysts’ evaluation of the VersaONE Universal SASE Platform.



